Named Entity Recognition in Estonian

2013-08-01 · WS 2013 8 · Alex Tkachenko, er, Timo Petmanson, Sven Laur

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Tasks

named-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Question Answering Relation Extraction Text Summarization

Named Entity Recognition in Estonian 19th Century Parish Court Records

2022-06-01 · LREC 2022 6 · Siim Orasmaa, Kadri Muischnek, Kristjan Poska, Anna Edela

This paper presents a new historical language resource, a corpus of Estonian Parish Court records from the years 1821-1920, annotated for named entities (NE), and reports on named entity recognition (NER) experiments usi…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER+1

EstBERT: A Pretrained Language-Specific BERT for Estonian

2020-11-09 · NoDaLiDa 2021 5 · Hasan Tanvir, Claudia Kittask, Sandra Eiche, Kairit Sirts

This paper presents EstBERT, a large pretrained transformer-based language-specific BERT model for Estonian. Recent work has evaluated multilingual BERT models on Estonian tasks and found them to outperform the baselines…

Morphological Tagging named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+3

EstNLTK - NLP Toolkit for Estonian

2016-05-01 · LREC 2016 5 · Siim Orasmaa, Timo Petmanson, Alex Tkachenko, er 외

Although there are many tools for natural language processing tasks in Estonian, these tools are very loosely interoperable, and it is not easy to build practical applications on top of them. In this paper, we introduce …

Morphological Analysis named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)

Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages

2021-12-20 · Matej Ulčar, Marko Robnik-Šikonja

Large pretrained masked language models have become state-of-the-art solutions for many NLP problems. While studies have shown that monolingual models produce better results than multilingual models, the training dataset…

Dependency Parsing named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+1

Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian

2025-01-05 · Aleksei Dorkin, Taido Purason, Kairit Sirts

Adapting multilingual language models to specific languages can enhance both their efficiency and performance. In this study, we explore how modifying the vocabulary of a multilingual encoder model to better suit the Est…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER